tkonolige commented on pull request #6671:
URL: https://github.com/apache/incubator-tvm/pull/6671#issuecomment-716780203


   Here are benchmark results on linux using forking. This is `dense` with 64 x 
64 matrices. ntrials=16, 5 bencmarking iterations.
   
   | Branch | Auto-what | Target | Mean Time | STD |
   | ------ | --------- | ------ | --------- | --- |
   | main | autotvm        | llvm  | 20.429478 | 1.914881 |
   | PR | autotvm       | llvm | 26.400752 | 9.013005 |
   | main | autotvm        | cuda  |  7.010600 | 0.080864 |
   | PR | autotvm       | cuda |  7.001349 | 0.017357 |
   | main | autoscheduler  | llvm  | 16.711073 | 2.572820 |
   | PR | autoscheduler | llvm | 14.752735 | 0.757895 |
   | main | autoscheduler  | cuda  | 32.981713 | 0.072185 |
   | PR | autoscheduler | cuda | 32.283536 | 0.054209 |
   
   Looks pretty similar except for high standard deviation in runtime. Not sure 
what's causing this. I still think we should merge this as it fixes users not 
being able to run auto scheduling on Macs.


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